2019.08.10_AAJUG Kyoto #2_Alexa✕ML

2019.08.10_AAJUG Kyoto #2_Alexa✕ML

2019.08.10_AAJUG Kyoto #2_Alexa✕ML

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Takayoshi Kobayashi

August 10, 2019
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  1. 4.

    BBKVH 4 @koba_taka Twitter Like takayoshi.kobayashi.16 Facebook AWS Drinking Job

    Takayoshi Kobayashi Who is ? ABEJA Co., Ltd. ABEJA Platform Customer Success
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    BBKVH 22 Ϟσϧ࡞੒ͷϑϩʔ લॲཧ ੔ܗ ඼ࢺ෼ղ จࣈίʔυม׵ τϨʔχϯά ίʔύεσʔλ औಘ

    τϨʔχϯά σʔλ Ϟσϧ ਪ࿦ ༧ଌ ೖྗσʔλ ୯ޠͷ ഑ྻੜ੒ ղܾ͢Δ՝୊ վળ͢Δ໰୊ ࠶ֶश
  7. 23.

    BBKVH 23 Ϟσϧ࡞੒ͷϑϩʔ લॲཧ ੔ܗ ඼ࢺ෼ղ จࣈίʔυม׵ τϨʔχϯά ίʔύεσʔλ औಘ

    τϨʔχϯά σʔλ Ϟσϧ ਪ࿦ ༧ଌ ೖྗσʔλ ୯ޠͷ ഑ྻੜ੒ ղܾ͢Δ՝୊ վળ͢Δ໰୊ ࠶ֶश 1VSQPTF *OUFMMJHFODF 5FDIOPMPHZ $POWFSTBUJPOBM
  8. 24.

    BBKVH 24 Hidden Technical Debt in Machine Learning Systems [Sculley+,

    NIPS 2015] ਖ਼௚ɺ.-0QTͬͯઃܭΑΓ؅ཧ͕େมʝ
  9. 25.

    BBKVH 25 "#&+"1-"5'03. 04 デプロイ 01 取得 05 推論・再学習 03

    学習 02 蓄積 AIͷܧଓత ΠϯςάϨʔγϣϯΛ࣮ݱ "*ͷϞσϧ։ൃ޻ఔʹ͓͚ΔܧଓతΠϯςάϨʔγϣϯͷ֤λεΫΛػೳͱͯ͠ఏڙ
  10. 32.